Large Language Models (LLM) Fundamentals

Explore the exciting world of Large Language Models (LLMs) and their underlying neural network architectures. This course provides a clear introduction to how these powerful models work, demystifying complex concepts for beginners. You will gain a solid understanding of LLM principles, enabling you to grasp their capabilities and limitations. Learn to apply this knowledge to practical tasks and explore the ethical considerations surrounding AI. What you'll learn: * Understand the fundamental architecture of Large Language Models. * Explore the principles of deep learning in natural language processing. * Learn to construct basic AI agents using LLM concepts. * Evaluate the potential applications and inherent risks of LLM technology. * Grasp the basics of prompt engineering for effective LLM interaction. This course begins with essential terminology and foundational definitions, progressing to practical applications of LLMs. It is designed for individuals new to AI and NLP, with no prior experience required. Start your journey into the world of LLMs today.